基于多目标进化算法的WDM网络组播保护

Rodrigo Lugo, D. Pinto-Roa, R. Cuevas, José Colbes
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引用次数: 0

摘要

由于波分复用技术(WDM)的存在,光纤的巨大带宽得到了充分利用,并且能够在同一根光纤上同时处理多个传输,这使得保护、组播路由和波长分配(MPRWA)问题成为点对多点应用成功的关键。为了保持这些应用程序所需的服务质量,网络面临着在故障情况下快速恢复的限制。此外,它必须尽量减少由此带来的不同成本,并在没有必要的恢复资源的情况下对请求进行优先排序。在这种情况下,本工作涉及主组播路由及其保护的设计,以及保护质量(QoP)级别。为此,提出了基于双树和基于双连通子图的两种保护方案。为了实现这一目标,应用了竞争性进化技术;其中使用的链路总数,波长转换器的数量,分裂节点的数量以及服务和保护的目的地的数量是在帕累托环境中同时优化的目标函数。将hypervolume作为Pareto质量度量,在不同的网络拓扑和组播需求下进行了实验测试。结果表明,基于子图的保护策略比基于双树的保护策略更有前景,取得了更好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multicast Protection in WDM Networks Based on Multiobjective Evolutionary Algorithms
The huge bandwidth exploited in optical fibers and the ability to handle multiple simultaneous transmissions on the same fiber due to the WDM technology, have made the problem of protection, multicast routing and wavelength allocation (MPRWA) critical for the success of point-to-multipoint applications. In order to maintain the quality of service required by these applications, the network faces the restriction of rapid recovery in cases of failure. Also, it must minimize the different costs that this entails, and prioritize requests in case of not having the necessary resources for recovery. In this context, this work deals with the design of the main multicast route and its protection, with quality of protection (QoP) levels. For this reason, two protection schemes have been addressed: dualtree based and biconnected-subgraph based. To achieve this, competitive evolutionary techniques are applied; where the total number of links used, the number of wavelength converters, the number of splitter nodes, and the number of destinations served and protected are objective functions simultaneously optimized in a Pareto context. The experimental tests were carried out on different network topologies and multicast demands, considering the hypervolume as a Pareto quality measure. The results suggest that the subgraph-based strategy is more promising, obtaining better results than the protection based on dual-tree.
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